{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "ddba80f5-265f-4b8f-9765-fb67693eb94a",
   "metadata": {},
   "source": [
    "Chapter 14\n",
    "# 平衡树\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "04466b81-7518-400e-a318-78754cb29668",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import networkx as nx\n",
    "\n",
    "G = nx.balanced_tree(3, 5)\n",
    "# balanced_tree(r, h, create_using=None)\n",
    "# r, int\n",
    "# Branching factor of the tree; each node will have r children.\n",
    "# h, int\n",
    "# Height of the tree.\n",
    "\n",
    "plt.figure(figsize=(8, 8))\n",
    "nx.draw_networkx(G, node_size=20, \n",
    "                 alpha=0.5, \n",
    "                 node_color=\"blue\", \n",
    "                 with_labels=False)\n",
    "plt.axis(\"equal\")\n",
    "plt.savefig('平衡树.svg')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
